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A Bayesian approach to estimate the probability of resistance to bedaquiline in the presence of a genomic variant.

Degefaye Zelalem AnlayEmmanuel RivièrePham Hien Trang TuSteven AbramsAnnelies Van Rie
Published in: PloS one (2023)
Bayesian probability estimates of bedaquiline resistance given the presence of a specific mutation could be useful for clinical decision-making as it presents interpretable probabilities compared to standard odds ratios. For a newly emerging variant, the probability of resistance for the variant type and gene can still be used to guide clinical decision-making. Future studies should investigate the feasibility of using Bayesian probabilities for bedaquiline resistance in clinical practice.
Keyphrases
  • decision making
  • drug resistant
  • multidrug resistant
  • clinical practice
  • gene expression
  • transcription factor